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Data Driven Building Retrofit

Sensing building performance

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Publications

  • Nagy, Zoltán, et al. “Balancing envelope and heating system parameters for zero emissions retrofit using building sensor data.” Applied energy 131 (2014): 56-66.
  • Frei, Mario, et al. “Towards data-driven building retrofit.” Proceedings of International Conference CISBAT 2015 Future Buildings and Districts Sustainability from Nano to Urban Scale. No. EPFL-CONF-213293. LESO-PB, EPFL, 2015.
  • Frei, Mario, et al. “An easily-deployable wireless sensor network for building energy performance assessment.” Energy Procedia 122 (2017): 523-528.
  • Deb, Chirag, et al. “Automated load disaggregation for residences with electrical resistance heating.” Energy and Buildings 182 (2019) 61-74.
  • Deb, Chirag, et al. “Identifying temporal properties of building components and indoor environment for building performance assessment.” Building and Environment (2019): 106506.
  • Sigrist, Diego, et al. “Cost-optimal retrofit analysis for residential buildings.” Journal of Physics: Conference Series. Vol. 1343. No. 1. IOP Publishing, 2019.
  • Frei, M., Deb, C., Stadler, R., Nagy, Z. and Schlueter, A., 2020. Wireless sensor network for estimating building performance. Automation in Construction, 111, p.103043.
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